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cuebench
Workforce AI Benchmark

Benchmark how well your workforce uses AI.

CueBench embeds invisibly into your existing AI infrastructure and continuously scores real human-AI sessions. No tests, no surveys. Just an objective measure of operator skill.

4
Competency vectors
0–100
Continuous score
Live
Always scoring

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OR

Protected by SSO. CueBench reads session telemetry only, never source content.

New session scored
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DO
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! ALERT {{ alertText }} Review {{ alertCount }} operators
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Side-by-side comparison
Clear ×
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Overall
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CueBench Score
30-day change
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Sessions scored
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Anthropic AI Fluency Framework ↗
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30-day score history
{{ empDelta }} pts
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Part of Anthropic's AI Fluency Framework — anthropic.com/ai-fluency
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Strengths
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Where to Coach
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Behavioral signals
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View session →
Task performance
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Coaching plan
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Manager notes
Private · not visible to employee
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Recent sessions
Session
Task
Duration
Tokens
Cost
Score
Flags
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{{ sessId }} Scored

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{{ sessEmployee }} {{ sessModel }} {{ sessDate }}
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Session Score
Interaction trace
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Score breakdown
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Cost breakdown
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Session cost
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input + tool + output tokens
Time to resolve
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Checklist breakdown
CheckEval, binary scoring per dimension
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Configuration
Settings
Organization
Organization name
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Department
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Total operators tracked
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Scoring
Scoring model
gpt-4o
Proficiency threshold
70
Active vectors
Delegation
Description
Discernment
Diligence
Alert thresholds
Flag operators scoring below
Currently flagging {{ alertCount }} operator(s)
Integrations
Claude Code Stop Hook
Automatic session capture on agent stop
ACTIVE
Webhook endpoint
POST /api/session
ACTIVE
AI-generated · Jun 22, 2026
Reports & Insights
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Executive summary
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Team score distribution
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Recommendations
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cuebench
marcus.webb@acmecorp.com
Your AI proficiency · June 2026

Hey Marcus.

CueBench scored 18 of your Claude Code sessions this month. Here's what the data shows — and where a small habit change would move the needle most.

Updated weekly · Jun 22, 2026
Competency breakdown
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Practice tips
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Recent sessions
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Key moments
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Next time
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Four things to try this week
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